While a fundamental representation theory for compact Lie algebras was settled by the work of Cartan (i.e. weights and roots), no analogous conceptual structure exists for space-time supersymmetry algebras. Progress in this direction based on the graph theory concept of "adinkras" will be presented in this talk.